Training DL models usually requires a large amount of training data. However, collecting data is challenging in the field of healthcare because healthcare providers, governments, and related medical organizations must pay particular attention to the patient's privacy and guarantee the proper use of their collected data [1]}. In this case, limited data in local healthcare institutions is usually
biased and unilateral [2]}, which in turn impede the AI-assisted diagnostic technology in healthcare [3]}.
